def test_mitie():
from rasa_nlu.tokenizers.mitie_tokenizer import MITIETokenizer
tk = MITIETokenizer()
tk.tokenize(u"Hi. My name is rasa") == [
u'Hi', u'My', u'name', u'is', u'rasa'
]
tk.tokenize(u"ὦ ἄνδρες ᾿Αθηναῖοι.") == [u'ὦ', u'ἄνδρες', u'᾿Αθηναῖοι']
tk.tokenize_with_offsets(u"Forecast for lunch") == ([
u'Forecast', u'for', u'lunch'
], [0, 9, 13])
def test_mitie():
from rasa_nlu.tokenizers.mitie_tokenizer import MITIETokenizer
tk = MITIETokenizer()
assert tk.tokenize(u"Hi. My name is rasa") == [
u'Hi', u'My', u'name', u'is', u'rasa'
]
assert tk.tokenize(u"ὦ ἄνδρες ᾿Αθηναῖοι") == [
u'ὦ', u'ἄνδρες', u'᾿Αθηναῖοι'
]
assert tk.tokenize_with_offsets(u"Forecast for lunch") == ([
u'Forecast', u'for', u'lunch'
], [0, 9, 13])
assert tk.tokenize_with_offsets(u"hey ńöñàśçií how're you?") == ([
u'hey', u'ńöñàśçií', u'how', u'\'re', 'you', '?'
], [0, 4, 13, 16, 20, 23])
def find_entity(cls, ent, text):
tk = MITIETokenizer()
tokens, offsets = tk.tokenize_with_offsets(text)
if ent["start"] not in offsets:
message = u"invalid entity {0} in example {1}:".format(ent, text) + \
u" entities must span whole tokens"
raise ValueError(message)
start = offsets.index(ent["start"])
_slice = text[ent["start"]:ent["end"]]
val_tokens = tokenize(_slice)
end = start + len(val_tokens)
return start, end